建立基于维度分析的浮标网旋转过器头损失和过效率的预测模型
Zhen Jin1,2, Lingwei Chen1,2, Qiao Li1,2
1College of Hydraulic and Civil Engineering, Xinjiang Agricultural University, Ürümqi, 830052, China.
Scientific reports
|February 5, 2025
概括
这项研究评估了一种预抽过器 - - 浮标网状旋转过器,发现流速和沙含量显著影响过损失和过效率. 预测模型是为了优化过器性能而开发的.
科学领域:
- 农业工程 农业工程
- 水资源管理 水资源管理
- 过技术过技术的使用
背景情况:
- 微型灌系统的正常运行依赖过器.
- 头损失和过效率是过器的关键性能指标.
- 形网状旋转过器用于预应用.
研究的目的:
- 为了研究浮标网状旋转过器的液压性能.
- 为了确定流量,砂含量和过屏幕孔径对头损失和过效率的影响.
- 开发头部损失和过效率的预测模型.
主要方法:
- 进行了物理模型测试.
- 测试的参数包括流速 (798-1050 L/h),沙含量 (0.5-2.5 g/L) 和光圈 (0.125-0.180 mm).
- 数据分析采用范围分析,ANOVA,维度分析和多重线性回归 (MLR).
主要成果:
- 流量和沙子含量是影响头部损失的主要因素.
- 沙子含量和流量是影响过效率的主要因素.
- 开发的MLR模型显示高精度 (R2为0.969的头损失,0.954的过效率).
结论:
- 开发的模型准确地预测了头损失和过效率.
- 确定了最佳的工作条件:930 L/h的流量,2.0 g/L的沙含量和0.150 mm的光圈.
- 结果为优化浮标网旋转过器和提高其液压和过性能提供了一个参考.
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